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SPDX parser and tools.
A wizard-like JSON serialization library for Python dataclasses
Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction, output as CSV, JSON, HTML, MD, TXT, XML.
The Microsoft Graph Python SDK
Community maintained hooks for PyInstaller
An asynchronous networking framework written in Python
A declarative object transformer and formatter, for conglomerating nested data.
Simple and rapid application development framework, built on top of Flask. includes detailed security, auto CRUD generation for your models, google charts and much more.
A library for automatically generating command line interfaces.
The property-based testing library for Python
the blessed package to manage your versions by scm tags
Python plotting package
Command line tool for manipulating wheel files
The PyPA recommended tool for installing Python packages.
Divides large result sets into pages for easier browsing
MCP server for Claude Code and Codex. One tool call replaces ~42 minutes of agent exploration
The Ultimate Google Docs, Sheets, Drive, Gmail, & Google Calendar MCP Server. This MCP (primarily for use in Claude Desktop) gains full access to your google suite and lets claude do its thing.
89 skills and 38 specialized agents that enforce proven engineering practices for AI-assisted development. TDD, systematic debugging, parallel code review, and 10-gate development cycles — as a Claude
⚡ Lightweight offline AI agent for local models. No cloud, no API keys — just your GPU.
Security and best-practices scanner for AI Plugins, covering Codex, Claude, Opencode, Gemini & more. Scores trust for plugins 0-100.
MCP Server for Bear note taking app available as Claude Desktop extension or standalone server for any other AI tool
Generates Kotlin Code from OpenAPI 3 Specifications
MCP Workspace Server: A secure Model Context Protocol server providing file, git, and GitHub tools for AI assistants within a sandboxed project directory.
A MCP (Model Context Protocol) server for interacting with dbt.
A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Office services through the Graph API
A lightweight, cross-platform database client for developers. Supports MySQL, PostgreSQL and SQLite. Hackable with plugins. Built for speed, security, and aesthetics.
The Unofficial and Awesome Home Assistant MCP Server
Build AI agents that actually do things. Synapse is an open-source platform for creating, connecting, and orchestrating AI agents powered by any LLM — local or cloud.
Build and run autonomous AI agents with OpenClaw, Hermes, multiple model providers, orchestration, delegation, memory, skills, schedules, and chat connectors.
Agent-CI is local GitHub Actions for your agents.
Distributed AI/LLM for the people. Share compute privately or publicly to power your agents and chat.
Give any AI agent a full desktop — it sees the screen, clicks, types, and runs apps like a human. Automate anything with a UI: browsers, legacy software, internal tools. No API needed. One Docker comm
SeekStorm: vector & lexical search - in-process library & multi-tenancy server, in Rust.
A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured information from PDFs, Office documents, images, and 91+ formats. Available for Rust, Python
Memory that lasts and compounds. MentisDB gives agents durable memory so they do not just remember, they improve over time. It stores append-only thought chains plus a Git-like skills registry, lett
Security intelligence API and MCP server for AI agents. 25 tools, 35+ endpoints: CVE/EPSS/KEV, domain recon, SSL, IP reputation, threat intel, email security, code scanning. Free, no signup.
Generate a map of your codebaseto help AI Agents understand your architecture, coding conventions and patterns. Discoverable with Semantic Search
Curated directory of terminal-native AI coding agents and the harnesses that orchestrate them. Covers open-source tools (Pi, OpenCode, Aider, Goose), platform agents (Claude Code, Codex, Gemini CLI),
AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x
Python Deep Agent framework built on top of Pydantic-AI, designed to help you quickly build production-grade autonomous AI agents with planning, filesystem operations, subagent delegation, skills, and
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
The agent that grows with you
The memory system your AI agent deserves. 4-stage hybrid retrieval — Vector + BM25 + Knowledge Graph + Neural Reranker — in <150ms. Self-hosted, $0/query, built for agents that need to actually rememb
The Best AI Agent Framework for Agent Collaboration.
mcpc is a CLI client for MCP. It supports persistent sessions, stdio/HTTP, OAuth 2.1, JSON output for code mode, proxy for AI sandboxes, and much more.
mcpc is a universal CLI client for MCP. It supports persistent sessions, stdio/HTTP, OAuth 2.1, tasks, JSON output for code mode, proxy for AI sandboxes, x402, and more.
A local-first, CLI-driven multi-agent AI software engineering workflow orchestrator with feed specs, PRDs, and guidelines to auto-generate implementation plans and code.
A modern Ruby framework designed for non-blocking I/O and simpler infrastructure
Claude Code Skills Marketplace: plugins, skills for ADR-driven development, DevOps automation, ClickHouse management, semantic versioning, and productivity workflows
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool
MCP server for controlling a real iPhone via macOS iPhone Mirroring...and any MacOs app. Screenshot, tap, swipe, type — from any MCP client.
⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more
Container-free, deny-by-default sandbox for AI coding agents. Kernel-enforced filesystem, network, and syscall isolation for Linux and macOS
A Model Context Protocol (MCP) server for managing and controlling SSH connections.
A jq-like Markdown query language for command-line processing
A command-line interface for MCP servers. curl for MCP.
TiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data silos. No noisy neighbors. No infrastructur
Context window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 12 platforms
X (Twitter) data platform skill for AI coding agents. 121 REST API endpoints, 2 MCP tools, 23 extraction types, HMAC webhooks. Reads from $0.00015/call - 33x cheaper than the official X API. Works wit
A Model Context Protocol (MCP) server for automating openMSX emulator instances. This server provides comprehensive tools for MSX software development, testing, and automation through standardized MCP
An ntfy MCP server for sending/fetching ntfy notifications to self-hosted or ANY ntfy.sh server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!)
🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade archit
The official Kotlin SDK for Model Context Protocol servers and clients. Maintained in collaboration with JetBrains
AINL helps turn AI from "a smart conversation" into "a structured worker." It is designed for teams building AI workflows that need multiple steps, state and memory, tool use, repeatable execution, v
Give your AI agents persistent memory.
Notion CLI with AI agent support. Smart queries, Obsidian sync, batch ops, backups, validation and more.
🧠 Curated collection of 214+ best OpenClaw personas — weekly updated by Deskclaw.net from GitHub & community. AI, productivity, dev, marketing, finance & more.
Your design system as an API. Connect AI to Figma for extraction, creation, and debugging.
Open-source relational AI framework with identity persistence, memory, and MCP integration. Build relationship-aware AI agents that remember, grow, and maintain continuity. Built on Claude Agent SDK.
A tremendous feat of documentation, this guide covers Claude Code from beginner to power user, with production-ready templates for Claude Code features, guides on agentic workflows, and a lot of great
The official Python SDK for Model Context Protocol servers and clients
OpenAI-compatible HTTP LLM proxy / gateway for multi-provider inference (Google, Anthropic, OpenAI, PyTorch). Lightweight, extensible Python/FastAPI—use as library or standalone service.
A secure* runtime for autonomous AI agents. Policy from plain-English constitutions. (*https://ironcurtain.dev)
Model Context Protocol (MCP) server for Kubernetes and OpenShift
AI-native HTAP database with Git-for-Data and built-in vector search, serving as the data and memory backbone for intelligent agents and applications.
AI Constraint Engine by Sandeep Roy — stops AI from breaking what you locked. 100/100 on Claude's adversarial test suite. 42 MCP tools. Works with Bolt.new, Lovable, Claude Code, Cursor. Free & open s
Teleton: Autonomous AI Agent for Telegram & TON Blockchain
RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, and now includes seamless MCP integration to connec
"RAG-Anything: All-in-One RAG Framework"
Git primitives for autonomous coding agents
Website for the Weaviate vector database
High-Performance Engine for Multi-Vector Search
Open-source multi-agent AI assistant powered by LangGraph, FastAPI & Next.js — 16+ agents, Human-in-the-Loop, MCP integration, voice TTS, RAG, 500+ metrics, 6 languages.
MCP server that saves Claude Code tokens by delegating bounded tasks to local or cloud LLMs. Works with LM Studio, Ollama, vLLM, DeepSeek, Groq, Cerebras.
LLM Agent that leverages cheminformatics tools to provide informed responses.
Test equality of unordered collections in pytest
🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases
MCP server providing tools to create Ms Office documents like presentations, emails, spreadsheets and word docs (pptx, docx, eml, xlsx)
A framework-agnostic UI kit of production-ready components for building AI and LLM chat interfaces.
MCPSDK.dev(ToolSDK.ai)'s Awesome MCP Servers and Packages Registry and Database with Structured JSON configurations. Supports OAuth2.1, DCR...
聚合精选编程 AI 扩展资源：MCP Servers、Skills、Rules、Prompts，周更索引 + 一键安装。
🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architect
PolyCouncil is an open-source multi-model deliberation engine for LM Studio. It runs multiple LLMs in parallel, gathers their answers, scores each response using a shared rubric, and produces a final,
这是一个为 AstrBot 设计的 Office 助手插件。它赋予大语言模型（LLM）直接操作文件的能力，支持读取并分析多种格式文件，以及生成 Office 文档和office互转pdf的功能
MariaDB server is a community developed fork of MySQL server. Started by core members of the original MySQL team, MariaDB actively works with outside developers to deliver the most featureful, stable,
Benchmark for vector databases.
All-in-one agent harness for Claude Code — Boss meta-orchestrator, 200+ agents, 200+ skills, 87 rules, 3 MCP servers, 7 hooks. One plugin install.
Parse partial JSON generated by LLM
A curated list of the best MCP Servers, featuring top solutions, libraries, tools, and more. - https://mcpserver.works
🍌 100+ hand-picked Seedream 4.5 prompts with images, multilingual support, and instant gallery preview. The best Nano Banana Pro alternative — only 1/3 the cost. Open-source prompt engineering librar
A tool-use-focused LLM plugin for neovim.
Run AI agents isolated in a macOS user account and sandbox-exec. Configured to run Claude Code, OpenAI Codex, Cursor Agent, Google Gemini.
An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of ta
Linkedin Automation Tool: Describe your product. Define your target market. The AI finds the leads for you.
Assorted useful tools, almost entirely generated using LLMs
🔴 VERY LARGE AI TOOL LIST! 🔴 Curated list of AI Tools - Updated 2026
Exa MCP for web search and web crawling!
Autonomous Offensive Security Intelligence AI-powered multi-agent penetration testing
The Next-Gen Agent-Native Skill Recommendation Engine
Automated security investigation tool using Microsoft MCP Servers, GitHub Copilot, Python Modules and custom copilot-instructions.
Autonomous quantitative trading research platform that transforms stock lists into fully backtested strategies using AI agents, real market data, and mathematical formulations, all without requiring a
A tool supports OPENAI and other LLMs with Claude Skills, you can also use it as a subagent
A functional programming language optimized for LLM code generation. Compiles to Rust and WebAssembly.
A curated list of awesome works related to high dimensional structure/vector search & database
The AI Operating System for Delphi. 100% native framework with RAG 2.0 for knowledge retrieval, autonomous agents with semantic memory, visual workflow orchestration, and universal LLM connector. Supp
AI agent security scanner. Detect vulnerabilities in agent configurations, MCP servers, and tool permissions. Available as CLI, GitHub Action, ECC plugin, and GitHub App integration. 🛡️
Lightweight semantic code search engine — 2-stage vector + FTS + RRF fusion + MCP server for Claude Code
A specialized server implementation for the Model Context Protocol (MCP) designed to integrate with CircleCI's development workflow. This project serves as a bridge between CircleCI's infrastructure a
Solana meme-coin auto-trading bot with MiniMax M2.7 LLM exit advisor, Jupiter Ultra swaps, Telegram control, and a Pepe-on-Moon dashboard
🤖 The most comprehensive directory of AI agent frameworks, platforms, tools, and resources - hundreds of curated entries covering open-source, no-code, enterprise, and autonomous solutions. NEW Boil
MCP tool allowing Open WebUI or Claude Desktop to retrieve files from your vault
A Slack bot and MCP client acts as a bridge between Slack and Model Context Protocol (MCP) servers. Using Slack as the interface, it enables large language models (LLMs) to connect and interact with v
AI SKILL.md files
MCP server for Elgato Stream Deck control — set buttons, manage pages, wire actions
OpenClaw. open claw. Alternative to openclaw. WhatsApp bot. Telegram bot. Slack bot. Desktop bot. Whatsappbot,telegrambot,slackbot, consolebot,clibot,mcpbot
[Community Supported] Perforce P4 MCP Server is a Model Context Protocol (MCP) server that integrates with the Perforce P4 version control system.
X/Twitter CLI for developers and AI agents — post, reply, search, DM, schedule, analyze. Single Rust binary.
A tool to analyze and extract information from Jinja used in dbt projects.
Rune - Discipline Engineering - Multi-agent engineering orchestration for Claude Code. Plan, work, review, and audit using Agent Teams.
Run AI coding agents in hardened container sandboxes.
A curated list of vector database solutions, libraries, and resources for AI applications - https://vectordb.works
# Manga-Autonoma (powered by nano-banana-2) Autonomous AI 4-panel manga production system using Gemini API. / Gemini APIを活用した、完全自律型AI4コママンガ制作システム。
Supercharge Claude Code with 11 AI agents, 36 commands & 15 skills — the claude-code plugin framework inspired by oh-my-zsh. 6-layer security hooks included. 5-min install.
🦞 [2026.03.10] Hardened OpenClaw deployment on a single VPS: one command, production-ready.
Runs agentic coding assistants in Docker containers
🍀 Self-hosted multi-agent AI orchestrator — chat with Claude, Gemini & Copilot CLI from Telegram, WebEx, or browser. 5 runtimes, 17+ models, task scheduling, skill plugins.
Open-source AI agent - any LLM, any MCP server, any channel. Self-hosted, autonomous, multi-tenant.
🚀 Discover and explore the 100 GitHub projects that shaped the tech landscape of 2025, enhancing your development toolkit and knowledge.
🔗 Connect AI agents with a shared memory system to keep conversations seamless and information persistent across sessions.
Coordinate AI agents to break down tasks, plan workflows, and delegate coding, design, and testing within OpenCode projects.
No description
Syllabus-aware RAG study assistant for university students. Answers strictly from your own notes & PDFs, unit-scoped retrieval, cross-encoder reranking, and a hallucination gate — built to help studen
🎨 Extract complete design systems from websites and generate AI-ready skill.md files to replicate exact design elements efficiently.
Manage and automate tasks in Yandex Tracker using a robust MCP integration for efficient issue tracking and project control.
Enable AI agents to search, crawl, and extract web data with IP rotation, CAPTCHA handling, and rate limit management via CLI and Python.
MCP server for 28 security frameworks (ISO 27001, NIST CSF 2.0, NIST 800-53, SOC 2, IEC 62443)
Throughline for long-running AI projects.
A MCP server to use StatCAN data
A collection of Summoner clients and agents featuring example implementations and reusable templates
Enhance file search on Windows by integrating Everything search service with a fast and simple replacement search tool.
Enable autonomous agents to create, trade, and scale digital products and services across decentralized marketplaces efficiently.
Search and analyze medical literature across PubMed, ClinicalTrials.gov, and Europe PMC using AI to support clinical and research decisions.
Manage and automate Obsidian vaults from the command line with 100+ commands and direct file access for efficient workflows.
Generate production-ready Maestro YAML test flows for mobile and web apps with accurate selectors, project setup, CI/CD configurations, and test reports.
Interact with Polymarket markets and onchain contracts via a Rust CLI that supports browsing, trading, and managing positions from the terminal or scripts.
Provide stable access to Substack data by connecting MCP clients to the official Publisher API for post analytics and subscriber info.
Provide a Swift framework to build lightweight, efficient agent-based applications for macOS and iOS platforms with robust core functionalities.
Access Twitter timelines, bookmarks, and profiles from the terminal without requiring API keys, offering a simple CLI user experience.
🤖 Recommend TV shows by matching favorites, averaging embeddings, and finding similar titles using fuzzy search and vector similarity.
Find and verify business emails with an open-source MCP server using DNS, SMTP checks, and web scraping without paid API subscriptions.
📄 Transform your workflow with persistent markdown files for planning, tracking progress, and storing knowledge like a pro.
Provide a curated list of tools, resources, and best practices for adopting AI-driven autonomous software development with agentic engineering.
Provide modular marketing skills for strategic planning, channel execution, and automation using Claude Code in a full-stack marketing workflow.
🌊 Embrace Vibe Coding to streamline development, focusing on creative expression and AI collaboration for seamless product creation.
Ensure marketing content stays on-brand by using AI to generate, audit, and validate materials across platforms with any large language model.
Skip to content github / docs Code Issues 80 Pull requests 35 Discussions Actions Projects 2 Security Insights Merge branch 'main' into 1862-Add-Travis-CI-migration-table 1862-Add-Travis-CI-migration
Assistant plugin for Pinecone SDK